Similarity of sensorimotor experience as a measure of the relatedness among the meanings
Конференцијски прилог (Објављена верзија)
Метаподаци
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PDP models of lexical ambiguity (Rodd, 2018) see the word
meaning as distributed in the pattern of activation of basic units, the
patterns being more similar in the case of related senses of the
polysemous words (paper), than in the case of unrelated meanings
of homonyms (bank). In parallel, embodied cognition models
(Barsalou, 1999) see prior sensorimotor (SM) experience as the
basis of representation. We combined the two model groups to test
the hypothesis that SM information could serve as basic units.
Participants rated the possibility of SM experience for individual
senses/meanings of ambiguous words and the semantic similarity
of sense/meaning pairs. We observed both higher semantic
similarity ratings and higher similarity of SM experience ratings in
the case of polysemous words. However, the estimated similarity of
SM ratings was not predictive of visual lexical decision task
latencies, suggesting the need for more refined measures. Our
results are the first to sh...ow that semantic similarity of
senses/meanings of ambiguous words is reflected in the similarity
of SM experience with objects denoted by them, suggesting that
traces of SM experiences could serve as the basic units
hypothesised by PDP models.
Кључне речи:
sensorimotor experience / relatedness / pdp models / polysemous words / word meaningИзвор:
Abstract book of the 23rd Conference of the European Society for Cognitive Psychology, Porto, Portugal, 6-9 September, 2023, 253-Финансирање / пројекти:
- Министарство науке, технолошког развоја и иновација Републике Србије, институционално финансирање - 200163 (Универзитет у Београду, Филозофски факултет) (RS-MESTD-inst-2020-200163)
Институција/група
Psihologija / PsychologyTY - CONF AU - Anđelić, Sara AU - Filipović Đurđević, Dušica PY - 2023 UR - http://reff.f.bg.ac.rs/handle/123456789/5132 AB - PDP models of lexical ambiguity (Rodd, 2018) see the word meaning as distributed in the pattern of activation of basic units, the patterns being more similar in the case of related senses of the polysemous words (paper), than in the case of unrelated meanings of homonyms (bank). In parallel, embodied cognition models (Barsalou, 1999) see prior sensorimotor (SM) experience as the basis of representation. We combined the two model groups to test the hypothesis that SM information could serve as basic units. Participants rated the possibility of SM experience for individual senses/meanings of ambiguous words and the semantic similarity of sense/meaning pairs. We observed both higher semantic similarity ratings and higher similarity of SM experience ratings in the case of polysemous words. However, the estimated similarity of SM ratings was not predictive of visual lexical decision task latencies, suggesting the need for more refined measures. Our results are the first to show that semantic similarity of senses/meanings of ambiguous words is reflected in the similarity of SM experience with objects denoted by them, suggesting that traces of SM experiences could serve as the basic units hypothesised by PDP models. C3 - Abstract book of the 23rd Conference of the European Society for Cognitive Psychology, Porto, Portugal, 6-9 September T1 - Similarity of sensorimotor experience as a measure of the relatedness among the meanings SP - 253 UR - https://hdl.handle.net/21.15107/rcub_reff_5132 ER -
@conference{ author = "Anđelić, Sara and Filipović Đurđević, Dušica", year = "2023", abstract = "PDP models of lexical ambiguity (Rodd, 2018) see the word meaning as distributed in the pattern of activation of basic units, the patterns being more similar in the case of related senses of the polysemous words (paper), than in the case of unrelated meanings of homonyms (bank). In parallel, embodied cognition models (Barsalou, 1999) see prior sensorimotor (SM) experience as the basis of representation. We combined the two model groups to test the hypothesis that SM information could serve as basic units. Participants rated the possibility of SM experience for individual senses/meanings of ambiguous words and the semantic similarity of sense/meaning pairs. We observed both higher semantic similarity ratings and higher similarity of SM experience ratings in the case of polysemous words. However, the estimated similarity of SM ratings was not predictive of visual lexical decision task latencies, suggesting the need for more refined measures. Our results are the first to show that semantic similarity of senses/meanings of ambiguous words is reflected in the similarity of SM experience with objects denoted by them, suggesting that traces of SM experiences could serve as the basic units hypothesised by PDP models.", journal = "Abstract book of the 23rd Conference of the European Society for Cognitive Psychology, Porto, Portugal, 6-9 September", title = "Similarity of sensorimotor experience as a measure of the relatedness among the meanings", pages = "253", url = "https://hdl.handle.net/21.15107/rcub_reff_5132" }
Anđelić, S.,& Filipović Đurđević, D.. (2023). Similarity of sensorimotor experience as a measure of the relatedness among the meanings. in Abstract book of the 23rd Conference of the European Society for Cognitive Psychology, Porto, Portugal, 6-9 September, 253. https://hdl.handle.net/21.15107/rcub_reff_5132
Anđelić S, Filipović Đurđević D. Similarity of sensorimotor experience as a measure of the relatedness among the meanings. in Abstract book of the 23rd Conference of the European Society for Cognitive Psychology, Porto, Portugal, 6-9 September. 2023;:253. https://hdl.handle.net/21.15107/rcub_reff_5132 .
Anđelić, Sara, Filipović Đurđević, Dušica, "Similarity of sensorimotor experience as a measure of the relatedness among the meanings" in Abstract book of the 23rd Conference of the European Society for Cognitive Psychology, Porto, Portugal, 6-9 September (2023):253, https://hdl.handle.net/21.15107/rcub_reff_5132 .